Gui Citovsky

4 papers · 2021–2023 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (12) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer

Conferences

AISTATS (1) ICLR (1) ICML (1) NIPS (1)

Top co-authors

Anand Rajagopalan (3) Giulia DeSalvo (2) Sanjiv Kumar (2) Claudio Gentile (2) Afshin Rostamizadeh (2) Danny Vainstein (2) Vaggos Chatziafratis (1) Yossi Azar (1) Yunjuan Wang (1) Lazaros Karydas (1)

Keywords

hierarchical clustering (2) approximation algorithm (2) uncertainty sampling (1) correlation clustering (1) batch active learning (1) data stream (1) diversity sampling (1) scalable algorithm (1) data stream clustering (1) graph clustering (1) metric datum (1) label complexity (1)

Papers

Leveraging Importance Weights in Subset Selection ICLR 2023

Batch Active Learning at Scale NIPS 2021

Hierarchical Clustering via Sketches and Hierarchical Correlation Clustering AISTATS 2021

Hierarchical Clustering of Data Streams: Scalable Algorithms and Approximation Guarantees ICML 2021